ThailandBanking (retail / auto finance)Scale · $100K
TMBThanachart Bank (ttb)

Thailand's auto-finance leader in a household-debt cycle: agentic collections and servicing for ttb

Give ttb a policy-bounded collections and servicing layer — auto-loan early-delinquency outreach, debt-consolidation servicing, and ttb touch support in Thai on LINE and voice — that manages the cycle with BOT-compliant conduct and measured roll-rate impact.

Entry use case
Auto-loan early-delinquency collections
Expected outcome
100% attempted day-1 coverage on early auto buckets with policy-bounded restructuring offers, measured against dialer-cohort roll rates
Recommended next step
Baseline early-bucket roll rates on one auto portfolio and run a control-group collections pilot with consolidation offers in the approved matrix.
What we understand

TMBThanachart Bank (ttb)'s operating reality

TMBThanachart (ttb) was formed by the 2021 merger of TMB and Thanachart Bank, inheriting Thanachart's position as one of Thailand's leading auto-finance lenders alongside a large retail franchise and the ttb touch app.

Public fact

Thailand's household-debt overhang has hit auto lending hard — sector-wide repossessions and used-car price weakness have made auto-book quality a persistent results-call topic for Thai lenders.

Public fact

BOT's responsible-lending framework imposes conduct requirements on collections and debt restructuring (including debt-consolidation programs ttb has actively marketed) — making documented, policy-bounded outreach a regulatory necessity.

Reasoned inference

Auto collections is operationally distinctive: the collateral depreciates weekly, so early-bucket contact quality directly determines whether accounts cure, restructure, or head to repossession-loss outcomes.

Reasoned inference

ttb has pushed 'financial well-being' as brand strategy (salary accounts, debt consolidation, insurance) — a positioning that proactive, helpful outreach reinforces and aggressive dialer collections undermines.

Reasoned inference

The merged bank's integration era is over; management attention has bandwidth for operational-excellence programs with measurable P&L impact.

Seller hypothesis — validate

Validate with the account team before outreach: Auto-book delinquency distribution and current dialer coverage · BOT posture on automated outreach in responsible-lending context · Decision-engine integration surface for consolidation eligibility

Build vs buy

Why we have a right to win here

Buy-led target

Limited internal ability or appetite to build the core platform — strong candidate for the packaged solution

Evidence: ttb runs competent digital channels but has no platform-engineering arm on the scale of KBTG or SCB tech; post-merger, its technology capacity is committed to integration hygiene and ttb touch. Collections and servicing automation will be procured as packaged capability with conduct compliance as the deciding criterion.

Why they won't build the full stack: The debt cycle is now — roll rates compound monthly while any build program would still be hiring. Buying a conduct-compliant platform converts this quarter's delinquency inflow into measured cure economics.

What management is signalling

Management has consistently flagged cautious auto-lending stance, elevated credit-cost vigilance, and debt-consolidation programs amid Thailand's household-debt cycle.

Inferencerecent investor communications (validate) · 2025

GTM implication: Collections and consolidation are already on the CEO narrative — the pitch quantifies the workflow they are describing qualitatively.

What already exists (don't pitch this)
  • ttb touch app
  • Leading auto-finance book (Thanachart heritage)
  • Debt-consolidation product programs
  • Dialer-based collections operations
  • LINE customer-engagement presence
What customers still can't do end-to-end (pitch this)
  • →Policy-bounded conversational collections with automatic PTP follow-through
  • →Consolidation eligibility and application service in-channel
  • →Thai voice automation at collections scale
  • →100% conduct QA
  • →Cross-channel context between dialer, LINE, and app
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Auto-loan early-delinquency collections
Policy-timed LINE/voice outreach in Thai, offers only from the approved matrix (including consolidation options), automatic PTP follow-up, hardship routed to specialists.
Depreciating collateral makes early-bucket cure the highest-value moment in the loan lifecycle.
Friction today: Dialer capacity caps day-1 coverage; offers vary by collector; PTP follow-up is manual; conduct documentation is sampled.
LINEVoiceSMS
Debt-consolidation & restructuring servicing
Eligibility answered from decision rules, applications guided conversationally, documents validated in-flow, status pushed proactively.
Consolidation is both a BOT-encouraged remedy and a ttb product strategy; servicing friction breaks the cure path.
Friction today: Eligibility and application-status questions route through branches and the hotline; documents chase manually.
LINEIn-app chatVoice
ttb touch service & app support
Grounded in-channel resolution with device and session context; warm handoff for complex cases.
The app is the relationship anchor for the salary-account strategy; support quality protects engagement.
Friction today: App, transfer, and card questions queue into the hotline with no session context.
In-app chatLINEVoice
Watch the change

Auto-loan early-delinquency collections: today vs the agentic model

Scenario: A pickup-truck owner in Khon Kaen, 9 days past due, gets a LINE message in Thai, sees a consolidation option from the approved matrix that cuts his monthly payment, and completes the promise-to-pay with a QR payment — no repossession file ever opens.
Today
same interaction, two worlds
Agentic layer
Day-1 contact coverage
capacity-limited
100% attempted, multi-channel
Platform capability
Roll-rate improvement
—
measured in pilot
Benchmark
Cost per contact
$13.50 median assisted
$1.84 median self-service
Benchmark
QA coverage
1–2% sampled
100% scored
Platform capability
Sources & assumptions
  • · Day-1 contact coverage: Coverage is a platform capability; contact success measured in pilot
  • · Roll-rate improvement: McKinsey: 20–25% NPL reduction among digital-first collections leaders
  • · Cost per contact: Gartner customer service cost benchmarks, 2024
  • · QA coverage: Platform capability: every interaction logged and evaluated
  • · Gartner, customer service cost benchmarks (2024): $13.50 median assisted vs $1.84 self-service per contact
  • · McKinsey, digital-first collections research: 20–25% NPL reduction among leaders; up to 40% opex reduction with gen AI
  • · Baymard Institute: ~70% average cart abandonment (meta-analysis)
  • · IAMAI–Kantar via IBEF (2025): 900M+ Indian internet users; 98% consume Indic-language content
  • · LeadSquared and vendor funnel studies: 78% of students choose the first institution to respond (directional, vendor data)
  • · HDI / ITSM operator benchmarks: $15–25 per L1 ticket; 40–60% of L1 volume is resets/status (validate per customer)
  • · Conventional-flow wait times and volumes are typical operator patterns — assumptions to replace with the customer's own baseline
  • · Agentic-flow behaviors (context retention, 100% logging, in-line policy checks) are platform capabilities, not projections
Recommended solution

One integrated stack, opinionated for this account

Channels · Tilicho Labs
LINEVoiceSMSIn-app chat

Voice & channel orchestration, telephony, conversational execution, session/state, routing, integration build. Capability coverage validated during implementation.

Intelligence · Google Cloud
Gemini reasoningEnterprise groundingWorkflow agentsMulti-agent orchestrationGoverned actionsEvaluation & analytics
Systems · TMBThanachart Bank (ttb)
Collections platformLoan servicingOffer matrixLoan originationDecision engineDocument managementDigital banking platformCore banking

API access to these systems is the critical-path dependency.

Trust & languages
ThaiEnglish

Identity-bound sessions, policy-bounded actions, 100% audit logging, human approvals at defined points, in-tenant intelligence.

Business case

The economics, with your numbers

Addressable monthly interactions1.8M
Seller assumption — replace in discovery
Current cost per interaction ($)$0.9
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$1.6M
Current operating cost / mo
$6.5M
Modelled gross benefit / yr
0.2 mo
Payback on Scale
155%
3-yr ROI (modelled)
Automated/assisted interactions per month990K
Modelled AI run-cost per month (usage + cloud, system estimate)$347K
New monthly operating cost$1.1M

All figures are modelling estimates from the labeled inputs above — nothing here is customer-provided yet. The pilot's first job is replacing these assumptions with TMBThanachart Bank (ttb)'s measured baseline. Package price covers implementation only; recurring usage billed separately.

Recommended package

Scale — $100K implementation

Scale · $100K · A multi-channel production deployment10–14 weeks to production across priority workflows

Why this package for TMBThanachart Bank (ttb): Auto collections, consolidation servicing, and app support are adjacent workflows on one core integration; the debt-cycle urgency argues for deploying them together rather than sequentially.

Included
  • 4–6 channels
  • 2–3 priority workflows
  • Multiple enterprise integrations
  • API credential & security setup
  • Advanced orchestration
  • Multilingual support
  • Agent Assist / human escalation
  • Production analytics
  • Expansion roadmap
Not included
  • ✕Usage & consumption (billed separately)
  • ✕Enterprise-wide governance build-out
  • ✕Multi-BU rollout
Recurring costs (separate from the package)

Packages cover implementation and integration only. Recurring costs are billed separately: Tilicho Labs platform usage (~$0.15/call-min indicative, usage only), Google Cloud consumption, telephony/carrier charges, managed operations, and support & optimization. No package includes unlimited usage.

Customer resources required
  • · API access + credentials for: Collections platform, Loan servicing, Offer matrix
  • · A named business owner for auto-loan early-delinquency collections
  • · Security review counterpart and policy sign-off (Collections platform scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“ttb's brand is financial well-being; the debt cycle is where that brand is proven or exposed. Policy-bounded, helpful collections at 100% coverage is the operational form of the strategy — and it shows up in credit cost, the line the market watches.”

CIO / CTO

“One integration into collections, origination, and the decision engine powers the cycle-critical workflows — partner-delivered, without re-opening post-merger integration wounds.”

COO

“Day-1 coverage stops being a dialer-seat constraint, consolidation applications stop leaking at document chase, and your collectors work hardship and high-balance cases with full context.”

Head of Retail Credit / Auto Finance

“Every early-bucket account contacted on day one with consolidation options in the conversation — roll rates and cure rates measured on control cohorts against your current operation.”

Chief Risk / Compliance Officer

“BOT responsible-lending conduct becomes enforced configuration: permitted windows, bounded offers, hardship routing, 100% logged — an examination posture no dialer operation can match.”

CFO

“Credit cost is the number this cycle punishes; collections effectiveness is its most controllable driver. Usage-priced outreach against measured roll-rate impact is the cleanest ROI in the bank right now.”

Outreach

Pre-built offer emails for TMBThanachart Bank (ttb)

Written from this account's own research — the strategic signal, the capability gap, the entry workflow, and the modelled economics — not a mail-merge template. Pick the moment and the persona, edit anything, then copy or open in your mail client.

Moment in the deal
Cold outreach — no prior conversation
Who it's addressed to
Cares about: The workflow itself and its daily failure modes
Register
Length
Draft — edit freely before sending
Open in mail client

Customer-safe by construction: drafts are composed only from customer-facing fields. Account tier, build-vs-buy classification, priority score, internal routing, and partner-commercial detail are not inputs to the composer, so they cannot appear in a draft. Money figures are always framed as modelled from the customer's own volumes. Read before sending — you own what goes out.

The pursuit

Tier 2 — high-potential incubation

Why this tier

The TMB-Thanachart merger created Thailand's auto-finance leader with a large retail deposit franchise and the ttb touch app; in a household-debt-stressed cycle with BOT responsible-lending rules, auto-loan collections and debt-consolidation servicing are exactly the policy-bounded conversation workflows the platform is built for.

Recommended next step

Baseline early-bucket roll rates on one auto portfolio and run a control-group collections pilot with consolidation offers in the approved matrix.

Entry: Auto-loan early-delinquency collections · Scale package · 10–14 weeks to production across priority workflows. Human fallback throughout; success thresholds agreed before build.

Start the pursuit

Research-based priority-account universe assembled from public information, market scale, communication volume, and solution fit. This is NOT an authoritative list of top Google Cloud customers; existing Google Cloud relationships are noted only where publicly reported. Validate every account with the account team before outreach.